[HTML][HTML] Individual variation underlying brain age estimates in typical development

G Ball, CE Kelly, R Beare, ML Seal - Neuroimage, 2021 - Elsevier
… Termed ‘brain age’, this … brain age modelling on an individual basis. In a large cohort of n
= 768 typically-developing children (aged 3–21 years), we build models of brain development

Individual variations in 'brain age'relate to early-life factors more than to longitudinal brain change

D Vidal-Pineiro, Y Wang, SK Krogsrud, IK Amlien… - elife, 2021 - elifesciences.org
… The experiments also suggest that genetics and early brain development likely have a
strong impact on brain health throughout life. Future studies trying to test or develop …

[HTML][HTML] Linking brain maturation and puberty during early adolescence using longitudinal brain age prediction in the ABCD cohort

MC Holm, EH Leonardsen, D Beck, A Dahl… - Developmental …, 2023 - Elsevier
… Although the mechanisms explaining sex differences in school performance are highly
complex and multifaceted, it is conceivable that individual differences in brain maturation in early …

Predicting brain age during typical and atypical development based on structural and functional neuroimaging

Q Wang, K Hu, M Wang, Y Zhao, Y Liu… - Human Brain …, 2021 - Wiley Online Library
… Therefore, establishing a sex-specific brain age prediction model based on multimodal
neuroimaging is essential for understanding typical and atypical brain development. …

Increased brain age gap estimate (BrainAGE) in young adults after premature birth

DM Hedderich, A Menegaux… - Frontiers in Aging …, 2021 - frontiersin.org
… on human brain development are known, its impact on brain … birth impacts brain age gap
estimates (BrainAGE) using an … brain age in young adulthood in a large cohort of individuals

The speed of development of adolescent brain age depends on sex and is genetically determined

RM Brouwer, J Schutte, R Janssen… - Cerebral …, 2021 - academic.oup.com
… or accelerated brain development, making brain age a potential biomarker to detect deviant
… We build sex-specific brain age models to investigate the influence of sex. We apply …

[HTML][HTML] The developmental brain age is associated with adversity, depression, and functional outcomes among adolescents

V Drobinin, H Van Gestel, CA Helmick… - Biological Psychiatry …, 2022 - Elsevier
… impairment correlate with deviation from normative brain development in adolescence. …
adolescents to calculate the brain age gap for each individual. Considering that there is no …

Preliminary evidence for a lower brain age in children with attention-deficit/hyperactivity disorder

F Kurth, JG Levitt, C Gaser, J Alger, SK Loo… - Frontiers in …, 2022 - frontiersin.org
… abnormal brain development. Here, we quantified the level of individual brain maturation in
… negative correlations between individual ADHD symptoms and estimated brain age (ie, the …

Multidimensional brain-age prediction reveals altered brain developmental trajectory in psychiatric disorders

X Niu, A Taylor, RT Shinohara, J Kounios… - Cerebral …, 2022 - academic.oup.com
… -specific brain-age changes that are invisible to unidimensional brain-age. Importantly, … In
contrast to unidimensional brain-age prediction, we assume that brain development involves …

MRI signatures of brain age and disease over the lifespan based on a deep brain network and 14 468 individuals worldwide

VM Bashyam, G Erus, J Doshi, M Habes, IM Nasrallah… - Brain, 2020 - academic.oup.com
brain ageing models may provide brain age estimates that are most discriminant of individuals
… , but in identifying individuals who deviate from typical brain development and ageing, ie …